{"id":"W4385359799","doi":"10.59962/9780774864190-002","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001771239,0.0001073974,0.0003379757,0.00002847622,0.0005352484,0.0001925111,0.0009565783,0.0004747446,0.0006868872],"category_scores_gemma":[0.00007033814,0.0002955764,0.0001744822,0.00001028972,0.0007118642,0.0001693147,0.0006669565,0.0004119935,0.00002172267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223673,"about_ca_system_score_gemma":0.0002678572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.551205,"about_ca_topic_score_gemma":0.6043673,"domain_scores_codex":[0.9986228,0.00007602802,0.0001561185,0.0004423732,0.0004838035,0.0002188533],"domain_scores_gemma":[0.9989758,0.0000413298,0.0002516359,0.0003408932,0.0001861724,0.0002041604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007127248,0.00004966771,0.00003139084,0.0003467569,0.0002768582,0.0005092872,0.006152062,5.880415e-7,0.00001752925,0.04821615,0.8404685,0.1038599],"study_design_scores_gemma":[0.0003169564,0.00004851061,0.00005691724,0.0002273582,0.00009404672,0.000004007582,0.0003011424,0.000003330621,0.000001491317,0.01080986,0.9878575,0.0002788634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001241827,0.0003193755,0.0001138622,0.00007571247,0.0003181742,0.0005995826,0.0009913195,0.0001814234,0.9972764],"genre_scores_gemma":[0.004868954,0.0008933324,0.0003036004,0.0000477674,0.0003151163,4.521882e-7,0.00004848853,0.00002515514,0.9934971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.147389,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740335075730197,"score_gpt":0.2132840454943558,"score_spread":0.1858806947370539,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}